Open-Source Test-Time Scaling via Agent Swarms Increases Benchmark Scores

A new open-source implementation of test-time compute scaling uses agent swarms to significantly boost performance on specialized benchmarks. Testing on Gemma4-35B and Qwen-3.8-27B showed score increases from 14% to 65% on BrokenArxiv and 9% to 52% on DeepSWE.